{"id":"W4411009795","doi":"10.1093/mnras/staf693","title":"Deep Extragalactic VIsible Legacy Survey (DEVILS): the sSFR–<i>M</i>⋆ plane. Part I: the recent SFH of galaxies and movement through the plane","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Australian Research Council; European Commission; American Society for Radiation Oncology","keywords":"Physics; Galaxy; Astrophysics; Astronomy; Galactic plane; Plane (geometry); Movement (music); Luminous infrared galaxy; Geometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003881928,0.0001366854,0.0001254135,0.001327378,0.0001420308,0.0005402726,0.0002298174,0.0001347587,0.0009002099],"category_scores_gemma":[0.0006743881,0.00008719664,0.0002219624,0.001238088,0.0001905843,0.0002928595,0.0006329851,0.0002039891,0.0002808679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201908,"about_ca_system_score_gemma":0.0001700054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02882366,"about_ca_topic_score_gemma":0.0528867,"domain_scores_codex":[0.9999017,0.00001375804,0.000007895322,0.00003812196,0.00002317817,0.00001545973],"domain_scores_gemma":[0.9992292,0.00006697396,0.0004016173,0.00008101531,0.00009357964,0.00012758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001596828,0.000004291624,0.9958956,0.00000725897,0.00003311192,0.0000193808,0.00005185331,0.0002106938,0.0004622018,0.0001936949,0.0003984087,0.002707461],"study_design_scores_gemma":[7.158962e-7,0.000003607109,0.9991747,0.000002737021,0.000003344733,0.00001328173,0.0000303275,0.0001741174,0.0000538842,0.00002167853,0.0005208666,7.625663e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886683,0.0002995175,0.0003976192,0.0001022392,0.000005494792,0.000004593874,0.008142806,0.00002115884,0.002358405],"genre_scores_gemma":[0.9878768,0.000147044,0.0005629978,0.00002872555,0.00001043658,0.000004137314,0.01075371,0.000006091604,0.0006101924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02882366,"threshold_uncertainty_score":0.05731177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054730586415003,"score_gpt":0.21420860346909,"score_spread":0.20366129760494,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}